Oil Field Flexible DC Distribution System Transient Overcurrent and Overvoltage Simulation and Rapid Fault Removal Technology
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
DC circuit breaker is key equipment for the safe operation and protection of DC distribution network. In this paper, the inter-electrode short-circuit fault and protection in DC distribution system of oil field were studied, and a control and protection scheme based on a new all-solid-state DC circuit breaker. Based on the oil field DC distribution system, the fault response mechanism of grid-connected converter in case of inter-electrode short-circuit fault was analyzed and verified by simulation. At the same time, the topological structure and working principles of the new all-solid circuit breaker were briefly described. On this basis, the protection scheme of the oil field DC distribution system was designed, and the simulation model was built on the PSCAD/EMTDC platform for simulation test. The results indicated that the proposed circuit breaker design and protection scheme were correct and effective.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it